Browse State-of-the-Art › Fairness › Papers, page 46

Fairness

Papers archive 2025-07-28

archive papers tagged: 5,676 · with a code link: 1,714 · where Syntology ran a sample: 404 (329 with a run with no instrument failure, 75 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (404 of 5,676 tagged: 329 with a run with no instrument failure, 75 where every run was a failure of Syntology's instrument)

Page 46 of 57: papers 4,501 to 4,600 of 5,676, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• A Fair Generative Model Using Total Variation Distance
  29 Sep 2021 0 repositories listed
• A new look at fairness in stochastic multi-armed bandit problems
  29 Sep 2021 0 repositories listed
• Adversarial Fairness Network
  29 Sep 2021 0 repositories listed
• AestheticNet: Reducing bias in facial data sets under ethical considerations
  29 Sep 2021 0 repositories listed
• An Empirical Study of Accuracy, Fairness, Explainability, Distributional Robustness, and Adversarial Robustness
  29 Sep 2021 0 repositories listed
• Debiasing Pretrained Text Encoders by Paying Attention to Paying Attention
  29 Sep 2021 0 repositories listed
• Deep Learning of Intrinsically Motivated Options in the Arcade Learning Environment
  29 Sep 2021 0 repositories listed
• Diverse Client Selection for Federated Learning via Submodular Maximization
  29 Sep 2021 0 repositories listed
• Equalized Robustness: Towards Sustainable Fairness Under Distributional Shifts
  29 Sep 2021 0 repositories listed
• Exploring unfairness in Integrated Gradients based attribution methods
  29 Sep 2021 0 repositories listed
• Fair AutoML Through Multi-objective Optimization
  29 Sep 2021 0 repositories listed
• Fairness-aware Federated Learning
  29 Sep 2021 0 repositories listed
• Fairness-Driven Private Collaborative Machine Learning
  29 Sep 2021 0 repositories listed
• Fairness Guarantees under Demographic Shift
  29 Sep 2021 0 repositories listed
• Fairness in Representation for Multilingual NLP: Insights from Controlled Experiments on Conditional Language Modeling
  29 Sep 2021 0 repositories listed
• Fine-Tuning from Limited Feedbacks
  29 Sep 2021 0 repositories listed
• L_q regularization for Fairness AI robust to sampling bias
  29 Sep 2021 0 repositories listed
• Non-convex Optimization for Learning a Fair Predictor under Equalized Loss Fairness Constraint
  29 Sep 2021 0 repositories listed
• On Learning with Fairness Trade-Offs
  29 Sep 2021 0 repositories listed
• Path-specific Causal Fair Prediction via Auxiliary Graph Structure Learning
  29 Sep 2021 0 repositories listed
• Reinforcement Learning with Ex-Post Max-Min Fairness
  29 Sep 2021 0 repositories listed
• Scaling Fair Learning to Hundreds of Intersectional Groups
  29 Sep 2021 0 repositories listed
• Understanding Overfitting in Reweighting Algorithms for Worst-group Performance
  29 Sep 2021 0 repositories listed
• Understanding the robustness-accuracy tradeoff by rethinking robust fairness
  29 Sep 2021 0 repositories listed
• Visual Representation Learning over Latent Domains
  29 Sep 2021 0 repositories listed
• A Sociotechnical View of Algorithmic Fairness
  27 Sep 2021 0 repositories listed
• SGDE: Secure Generative Data Exchange for Cross-Silo Federated Learning
  24 Sep 2021 0 repositories listed
• Combining Contention-Based Spectrum Access and Adaptive Modulation using Deep Reinforcement Learning
  24 Sep 2021 0 repositories listed
• On the Fairness of Swarm Learning in Skin Lesion Classification
  24 Sep 2021 0 repositories listed
• The Boltzmann fair division for distributive justice
  24 Sep 2021 0 repositories listed
• Achieving Counterfactual Fairness for Causal Bandit
  21 Sep 2021 0 repositories listed
• Fairness-aware Class Imbalanced Learning
  21 Sep 2021 0 repositories listed
• Fairness without Imputation: A Decision Tree Approach for Fair Prediction with Missing Values
  21 Sep 2021 0 repositories listed
• Identifying biases in legal data: An algorithmic fairness perspective
  21 Sep 2021 0 repositories listed
• Rebuilding Trust: Queer in AI Approach to Artificial Intelligence Risk Management
  21 Sep 2021 0 repositories listed
• Toward a Fairness-Aware Scoring System for Algorithmic Decision-Making
  21 Sep 2021 0 repositories listed
• FUTURE-AI: Guiding Principles and Consensus Recommendations for Trustworthy Artificial Intelligence in Medical Imaging
  20 Sep 2021 0 repositories listed
• Improving Fairness for Data Valuation in Horizontal Federated Learning
  19 Sep 2021 0 repositories listed
• Model-Based Approach for Measuring the Fairness in ASR
  19 Sep 2021 0 repositories listed
• Fairness Maximization among Offline Agents in Online-Matching Markets
  18 Sep 2021 0 repositories listed
• Favoring Eagerness for Remaining Items: Designing Efficient, Fair, and Strategyproof Mechanisms
  18 Sep 2021 0 repositories listed
• A Fairness Analysis on Private Aggregation of Teacher Ensembles
  17 Sep 2021 0 repositories listed
• Allocating Indivisible Goods to Strategic Agents: Pure Nash Equilibria and Fairness
  17 Sep 2021 0 repositories listed
• Enforcing fairness in private federated learning via the modified method of differential multipliers
  17 Sep 2021 0 repositories listed
• Balancing out Bias: Achieving Fairness Through Balanced Training
  16 Sep 2021 0 repositories listed
• Learning from Peers: Deep Transfer Reinforcement Learning for Joint Radio and Cache Resource Allocation in 5G RAN Slicing
  16 Sep 2021 0 repositories listed
• Self-learn to Explain Siamese Networks Robustly
  15 Sep 2021 0 repositories listed
• Fast Federated Edge Learning with Overlapped Communication and Computation and Channel-Aware Fair Client Scheduling
  14 Sep 2021 0 repositories listed
• Auditing the Imputation Effect on Fairness of Predictive Analytics in Higher Education
  13 Sep 2021 0 repositories listed
• Computation Rate Maximum for Mobile Terminals in UAV-assisted Wireless Powered MEC Networks with Fairness Constraint
  13 Sep 2021 0 repositories listed
• FaiREO: User Group Fairness for Equality of Opportunity in Course Recommendation
  13 Sep 2021 0 repositories listed
• Training Fair Models in Federated Learning without Data Privacy Infringement
  13 Sep 2021 0 repositories listed
• Finding Representative Group Fairness Metrics Using Correlation Estimations
  13 Sep 2021 0 repositories listed
• Perceptions of Fairness and Trustworthiness Based on Explanations in Human vs. Automated Decision-Making
  13 Sep 2021 0 repositories listed
• Ethics of AI: A Systematic Literature Review of Principles and Challenges
  12 Sep 2021 0 repositories listed
• College Student Retention Risk Analysis From Educational Database using Multi-Task Multi-Modal Neural Fusion
  11 Sep 2021 0 repositories listed
• Omnipredictors
  11 Sep 2021 0 repositories listed
• Utility Fairness for the Differentially Private Federated Learning
  11 Sep 2021 0 repositories listed
• A Systematic Approach to Group Fairness in Automated Decision Making
  9 Sep 2021 0 repositories listed
• Fair Compensation
  9 Sep 2021 0 repositories listed
• Feature-based Individual Fairness in k-Clustering
  9 Sep 2021 0 repositories listed
• Sustainable Modular Debiasing of Language Models
  8 Sep 2021 0 repositories listed
• Fairness via AI: Bias Reduction in Medical Information
  6 Sep 2021 0 repositories listed
• Balanced House Allocation
  5 Sep 2021 0 repositories listed
• Recommendation Fairness: From Static to Dynamic
  5 Sep 2021 0 repositories listed
• Assisting Decision Making in Scholarly Peer Review: A Preference Learning Perspective
  2 Sep 2021 0 repositories listed
• Fairness based Multi-Preference Resource Allocation in Decentralised Open Markets
  1 Sep 2021 0 repositories listed
• Proceedings of KDD 2020 Workshop on Data-driven Humanitarian Mapping: Harnessing Human-Machine Intelligence for High-Stake Public Policy and Resilience Planning
  1 Sep 2021 0 repositories listed
• Proceedings of KDD 2021 Workshop on Data-driven Humanitarian Mapping: Harnessing Human-Machine Intelligence for High-Stake Public Policy and Resilience Planning
  31 Aug 2021 0 repositories listed
• Deep Reinforcement Learning for Wireless Resource Allocation Using Buffer State Information
  27 Aug 2021 0 repositories listed
• Social Norm Bias: Residual Harms of Fairness-Aware Algorithms
  25 Aug 2021 0 repositories listed
• Morality-based Assertion and Homophily on Social Media: A Cultural Comparison between English and Japanese Languages
  24 Aug 2021 0 repositories listed
• Fairness-Aware Online Meta-learning
  21 Aug 2021 0 repositories listed
• FARF: A Fair and Adaptive Random Forests Classifier
  17 Aug 2021 0 repositories listed
• Reliability and Robustness of Transformers for Automated Short-Answer Grading
  17 Aug 2021 0 repositories listed
• Blockchain-based Trustworthy Federated Learning Architecture
  16 Aug 2021 0 repositories listed
• Appropriate Fairness Perceptions? On the Effectiveness of Explanations in Enabling People to Assess the Fairness of Automated Decision Systems
  14 Aug 2021 0 repositories listed
• Learning to Assign: Towards Fair Task Assignment in Large-Scale Ride Hailing
  14 Aug 2021 0 repositories listed
• Online Fairness-Aware Learning with Imbalanced Data Streams
  13 Aug 2021 0 repositories listed
• The Sharpe predictor for fairness in machine learning
  13 Aug 2021 0 repositories listed
• Converging Radar and Communications in the Superposition Transmission
  12 Aug 2021 0 repositories listed
• Fair Decision-Making for Food Inspections
  12 Aug 2021 0 repositories listed
• Beyond Fairness Metrics: Roadblocks and Challenges for Ethical AI in Practice
  11 Aug 2021 0 repositories listed
• Estimation of Fair Ranking Metrics with Incomplete Judgments
  11 Aug 2021 0 repositories listed
• Explaining Algorithmic Fairness Through Fairness-Aware Causal Path Decomposition
  11 Aug 2021 0 repositories listed
• Overview of the TREC 2020 Fair Ranking Track
  11 Aug 2021 0 repositories listed
• Harnessing value from data science in business: ensuring explainability and fairness of solutions
  10 Aug 2021 0 repositories listed
• Knowledge-Based Stable Roommates Problem: A Real-World Application
  10 Aug 2021 0 repositories listed
• The State of AI Ethics Report (Volume 5)
  9 Aug 2021 0 repositories listed
• TDLS: A Top-Down Layer Searching Algorithm for Generating Counterfactual Visual Explanation
  8 Aug 2021 0 repositories listed
• Unbiased Cascade Bandits: Mitigating Exposure Bias in Online Learning to Rank Recommendation
  7 Aug 2021 0 repositories listed
• GIFAIR-FL: A Framework for Group and Individual Fairness in Federated Learning
  5 Aug 2021 0 repositories listed
• Reducing Unintended Bias of ML Models on Tabular and Textual Data
  5 Aug 2021 0 repositories listed
• A FAIR and AI-ready Higgs boson decay dataset
  4 Aug 2021 0 repositories listed
• Core-Stable Committees under Restricted Domains
  4 Aug 2021 0 repositories listed
• Fairness in Algorithmic Profiling: A German Case Study
  4 Aug 2021 0 repositories listed
• Under the Radar -- Auditing Fairness in ML for Humanitarian Mapping
  4 Aug 2021 0 repositories listed
• Improving Counterfactual Generation for Fair Hate Speech Detection
  3 Aug 2021 0 repositories listed
• Your fairness may vary: Pretrained language model fairness in toxic text classification
  3 Aug 2021 0 repositories listed
• Knowledge-intensive Language Understanding for Explainable AI
  2 Aug 2021 0 repositories listed